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Fernando Fernandes dos Santos
Fernando Fernandes dos Santos
Researcher at INRIA
E-mail confirmado em inria.fr - Página inicial
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Analyzing and increasing the reliability of convolutional neural networks on GPUs
FF dos Santos, PF Pimenta, C Lunardi, L Draghetti, L Carro, D Kaeli, ...
IEEE Transactions on Reliability 68 (2), 663-677, 2018
1842018
Evaluation and mitigation of soft-errors in neural network-based object detection in three GPU architectures
FF dos Santos, L Draghetti, L Weigel, L Carro, P Navaux, P Rech
2017 47th Annual IEEE/IFIP International Conference on Dependable Systems …, 2017
742017
Code-dependent and architecture-dependent reliability behaviors
V Fratin, D Oliveira, C Lunardi, F Santos, G Rodrigues, P Rech
2018 48th Annual IEEE/IFIP International Conference on Dependable Systems …, 2018
422018
Reliability evaluation of mixed-precision architectures
FF dos Santos, C Lunardi, D Oliveira, F Libano, P Rech
2019 IEEE International Symposium on High Performance Computer Architecture …, 2019
402019
Radiation-induced error criticality in modern HPC parallel accelerators
DAG De Oliveira, LL Pilla, M Hanzich, V Fratin, F Fernandes, C Lunardi, ...
2017 IEEE International Symposium on High Performance Computer Architecture …, 2017
392017
Impact of tensor cores and mixed precision on the reliability of matrix multiplication in GPUs
PM Basso, FF dos Santos, P Rech
IEEE Transactions on Nuclear Science 67 (7), 1560-1565, 2020
302020
Impact of reduced precision in the reliability of deep neural networks for object detection
FF dos Santos, P Navaux, L Carro, P Rech
2019 IEEE European Test Symposium (ETS), 1-6, 2019
302019
Revealing gpus vulnerabilities by combining register-transfer and software-level fault injection
FF dos Santos, JER Condia, L Carro, MS Reorda, P Rech
2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021
242021
Kernel and layer vulnerability factor to evaluate object detection reliability in GPUs
F Fernandes dos Santos, L Carro, P Rech
IET Computers & Digital Techniques 13 (3), 178-186, 2019
222019
Combining architectural simulation and software fault injection for a fast and accurate CNNs reliability evaluation on GPUs
JER Condia, FF dos Santos, MS Reorda, P Rech
2021 IEEE 39th VLSI Test Symposium (VTS), 1-7, 2021
212021
A multi-level approach to evaluate the impact of GPU permanent faults on CNN's reliability
JER Condia, JD Guerrero-Balaguera, FF Dos Santos, MS Reorda, P Rech
2022 IEEE International Test Conference (ITC), 278-287, 2022
192022
Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead
N Cavagnero, F Dos Santos, M Ciccone, G Averta, T Tommasi, P Rech
2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022
19*2022
High-energy versus thermal neutron contribution to processor and memory error rates
D Oliveira, FF dos Santos, GP Dávila, C Cazzaniga, C Frost, ...
IEEE Transactions on Nuclear Science 67 (6), 1161-1168, 2020
182020
Evaluation of histogram of oriented gradients soft errors criticality for automotive applications
F Fernandes, L Weigel, C Jung, P Navaux, L Carro, P Rech
ACM Transactions on Architecture and Code Optimization (TACO) 13 (4), 1-25, 2016
182016
Demystifying gpu reliability: comparing and combining beam experiments, fault simulation, and profiling
FF dos Santos, SKS Hari, PM Basso, L Carro, P Rech
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021
152021
Detecting errors in convolutional neural networks using inter frame spatio-temporal correlation
LK Draghetti, FF dos Santos, L Carro, P Rech
2019 IEEE 25th International Symposium on On-Line Testing and Robust System …, 2019
152019
Reduced precision dwc: An efficient hardening strategy for mixed-precision architectures
FF dos Santos, M Brandalero, MB Sullivan, PM Basso, M Hübner, L Carro, ...
IEEE Transactions on Computers 71 (3), 573-586, 2021
142021
Selective fault tolerance for register files of graphics processing units
M Goncalves, F Fernandes, I Lamb, P Rech, JR Azambuja
IEEE Transactions on Nuclear Science 66 (7), 1449-1456, 2019
112019
Performance and energy efficiency analysis of HPC physics simulation applications in a cluster of ARM processors
JL Bez, EE Bernart, FF dos Santos, LM Schnorr, POA Navaux
Concurrency and Computation: Practice and Experience 29 (22), e4014, 2017
102017
Experimental evaluation of neutron-induced errors on a multicore RISC-V platform
FF Dos Santos, A Kritikakou, O Sentieys
2022 IEEE 28th International Symposium on On-Line Testing and Robust System …, 2022
92022
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